Dataset statistics
| Number of variables | 34 |
|---|---|
| Number of observations | 3277 |
| Missing cells | 2 |
| Missing cells (%) | < 0.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 870.6 KiB |
| Average record size in memory | 272.0 B |
Variable types
| Numeric | 29 |
|---|---|
| Categorical | 5 |
time has a high cardinality: 3277 distinct values | High cardinality |
level_0 is highly correlated with df_index and 7 other fields | High correlation |
df_index is highly correlated with level_0 and 7 other fields | High correlation |
open is highly correlated with level_0 and 6 other fields | High correlation |
high is highly correlated with level_0 and 6 other fields | High correlation |
low is highly correlated with level_0 and 6 other fields | High correlation |
close is highly correlated with level_0 and 6 other fields | High correlation |
volume is highly correlated with pvo12-26 | High correlation |
sma5-20 is highly correlated with sma8-15 and 5 other fields | High correlation |
sma8-15 is highly correlated with sma5-20 and 6 other fields | High correlation |
sma20-50 is highly correlated with sma5-20 and 4 other fields | High correlation |
ema5-20 is highly correlated with sma5-20 and 7 other fields | High correlation |
macd is highly correlated with sma5-20 and 7 other fields | High correlation |
ao14 is highly correlated with wd14 and 6 other fields | High correlation |
wd14 is highly correlated with ao14 and 6 other fields | High correlation |
ppo12-26 is highly correlated with sma8-15 and 10 other fields | High correlation |
rsi14 is highly correlated with ema5-20 and 7 other fields | High correlation |
mfi14 is highly correlated with ao14 and 6 other fields | High correlation |
tsi is highly correlated with macd and 7 other fields | High correlation |
so14 is highly correlated with ao14 and 6 other fields | High correlation |
cmo14 is highly correlated with ao14 and 6 other fields | High correlation |
pvo12-26 is highly correlated with volume | High correlation |
adl is highly correlated with level_0 and 2 other fields | High correlation |
obv is highly correlated with level_0 and 7 other fields | High correlation |
fi13 is highly correlated with sma5-20 and 4 other fields | High correlation |
fi50 is highly correlated with sma5-20 and 6 other fields | High correlation |
market_cap is highly correlated with level_0 and 6 other fields | High correlation |
return is highly correlated with close_buy_indicator and 1 other fields | High correlation |
close_buy_indicator is highly correlated with return | High correlation |
close_short_indicator is highly correlated with return | High correlation |
level_0 is highly correlated with df_index and 7 other fields | High correlation |
df_index is highly correlated with level_0 and 7 other fields | High correlation |
open is highly correlated with level_0 and 7 other fields | High correlation |
high is highly correlated with level_0 and 7 other fields | High correlation |
low is highly correlated with level_0 and 7 other fields | High correlation |
close is highly correlated with level_0 and 7 other fields | High correlation |
volume is highly correlated with pvo12-26 and 1 other fields | High correlation |
sma5-20 is highly correlated with sma8-15 and 12 other fields | High correlation |
sma8-15 is highly correlated with sma5-20 and 13 other fields | High correlation |
sma20-50 is highly correlated with sma8-15 and 6 other fields | High correlation |
ema5-20 is highly correlated with sma5-20 and 13 other fields | High correlation |
macd is highly correlated with sma5-20 and 13 other fields | High correlation |
ao14 is highly correlated with sma5-20 and 12 other fields | High correlation |
wd14 is highly correlated with sma5-20 and 12 other fields | High correlation |
ppo12-26 is highly correlated with sma5-20 and 13 other fields | High correlation |
rsi14 is highly correlated with sma5-20 and 13 other fields | High correlation |
mfi14 is highly correlated with sma5-20 and 12 other fields | High correlation |
tsi is highly correlated with sma5-20 and 13 other fields | High correlation |
so14 is highly correlated with sma5-20 and 12 other fields | High correlation |
cmo14 is highly correlated with sma5-20 and 12 other fields | High correlation |
pvo12-26 is highly correlated with volume | High correlation |
adl is highly correlated with level_0 and 7 other fields | High correlation |
obv is highly correlated with level_0 and 7 other fields | High correlation |
fi13 is highly correlated with sma5-20 and 12 other fields | High correlation |
fi50 is highly correlated with sma5-20 and 13 other fields | High correlation |
market_cap is highly correlated with level_0 and 8 other fields | High correlation |
return is highly correlated with close_buy_indicator and 1 other fields | High correlation |
close_buy_indicator is highly correlated with return | High correlation |
close_short_indicator is highly correlated with return | High correlation |
level_0 is highly correlated with df_index and 7 other fields | High correlation |
df_index is highly correlated with level_0 and 7 other fields | High correlation |
open is highly correlated with level_0 and 7 other fields | High correlation |
high is highly correlated with level_0 and 7 other fields | High correlation |
low is highly correlated with level_0 and 7 other fields | High correlation |
close is highly correlated with level_0 and 7 other fields | High correlation |
sma5-20 is highly correlated with sma8-15 and 10 other fields | High correlation |
sma8-15 is highly correlated with sma5-20 and 10 other fields | High correlation |
sma20-50 is highly correlated with ema5-20 and 4 other fields | High correlation |
ema5-20 is highly correlated with sma5-20 and 11 other fields | High correlation |
macd is highly correlated with sma5-20 and 7 other fields | High correlation |
ao14 is highly correlated with sma5-20 and 5 other fields | High correlation |
wd14 is highly correlated with ao14 and 5 other fields | High correlation |
ppo12-26 is highly correlated with sma5-20 and 8 other fields | High correlation |
rsi14 is highly correlated with sma5-20 and 12 other fields | High correlation |
mfi14 is highly correlated with sma5-20 and 7 other fields | High correlation |
tsi is highly correlated with sma8-15 and 8 other fields | High correlation |
so14 is highly correlated with sma5-20 and 8 other fields | High correlation |
cmo14 is highly correlated with sma5-20 and 9 other fields | High correlation |
adl is highly correlated with level_0 and 7 other fields | High correlation |
obv is highly correlated with level_0 and 7 other fields | High correlation |
fi13 is highly correlated with sma5-20 and 5 other fields | High correlation |
fi50 is highly correlated with sma5-20 and 8 other fields | High correlation |
market_cap is highly correlated with level_0 and 7 other fields | High correlation |
cmo14 is highly correlated with ppo12-26 and 8 other fields | High correlation |
sma5-20 is highly correlated with macd and 16 other fields | High correlation |
macd is highly correlated with sma5-20 and 16 other fields | High correlation |
open is highly correlated with sma5-20 and 13 other fields | High correlation |
level_0 is highly correlated with sma5-20 and 14 other fields | High correlation |
ppo12-26 is highly correlated with cmo14 and 15 other fields | High correlation |
close_short_indicator is highly correlated with return | High correlation |
ao14 is highly correlated with cmo14 and 6 other fields | High correlation |
low is highly correlated with sma5-20 and 13 other fields | High correlation |
volume is highly correlated with pvo12-26 and 3 other fields | High correlation |
df_index is highly correlated with sma5-20 and 14 other fields | High correlation |
high is highly correlated with sma5-20 and 13 other fields | High correlation |
sma8-15 is highly correlated with cmo14 and 19 other fields | High correlation |
close is highly correlated with sma5-20 and 13 other fields | High correlation |
obv is highly correlated with sma5-20 and 13 other fields | High correlation |
market_cap is highly correlated with sma5-20 and 13 other fields | High correlation |
rsi14 is highly correlated with cmo14 and 11 other fields | High correlation |
ema5-20 is highly correlated with cmo14 and 19 other fields | High correlation |
pvo12-26 is highly correlated with volume and 4 other fields | High correlation |
atrp14 is highly correlated with return and 1 other fields | High correlation |
tsi is highly correlated with cmo14 and 13 other fields | High correlation |
adl is highly correlated with open and 6 other fields | High correlation |
return is highly correlated with close_short_indicator and 4 other fields | High correlation |
fi50 is highly correlated with sma5-20 and 16 other fields | High correlation |
sma20-50 is highly correlated with sma5-20 and 15 other fields | High correlation |
mfi14 is highly correlated with cmo14 and 9 other fields | High correlation |
adx14 is highly correlated with ppo12-26 and 3 other fields | High correlation |
close_buy_indicator is highly correlated with return | High correlation |
so14 is highly correlated with cmo14 and 9 other fields | High correlation |
fi13 is highly correlated with sma5-20 and 7 other fields | High correlation |
wd14 is highly correlated with cmo14 and 9 other fields | High correlation |
level_0 is uniformly distributed | Uniform |
df_index is uniformly distributed | Uniform |
time is uniformly distributed | Uniform |
level_0 has unique values | Unique |
df_index has unique values | Unique |
time has unique values | Unique |
sma8-15 has unique values | Unique |
sma20-50 has unique values | Unique |
ema5-20 has unique values | Unique |
macd has unique values | Unique |
wd14 has unique values | Unique |
ppo12-26 has unique values | Unique |
tsi has unique values | Unique |
so14 has unique values | Unique |
pvo12-26 has unique values | Unique |
fi13 has unique values | Unique |
fi50 has unique values | Unique |
Reproduction
| Analysis started | 2022-06-15 11:12:03.316614 |
|---|---|
| Analysis finished | 2022-06-15 11:13:36.996246 |
| Duration | 1 minute and 33.68 seconds |
| Software version | pandas-profiling v3.0.0 |
| Download configuration | config.json |
level_0
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIFORMUNIQUE| Distinct | 3277 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1649 |
| Minimum | 11 |
|---|---|
| Maximum | 3287 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.7 KiB |
Quantile statistics
| Minimum | 11 |
|---|---|
| 5-th percentile | 174.8 |
| Q1 | 830 |
| median | 1649 |
| Q3 | 2468 |
| 95-th percentile | 3123.2 |
| Maximum | 3287 |
| Range | 3276 |
| Interquartile range (IQR) | 1638 |
Descriptive statistics
| Standard deviation | 946.1327426 |
|---|---|
| Coefficient of variation (CV) | 0.5737615177 |
| Kurtosis | -1.2 |
| Mean | 1649 |
| Median Absolute Deviation (MAD) | 819 |
| Skewness | 0 |
| Sum | 5403773 |
| Variance | 895167.1667 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 2047 | 1 | < 0.1% |
| 541 | 1 | < 0.1% |
| 561 | 1 | < 0.1% |
| 2608 | 1 | < 0.1% |
| 557 | 1 | < 0.1% |
| 2604 | 1 | < 0.1% |
| 553 | 1 | < 0.1% |
| 2600 | 1 | < 0.1% |
| 549 | 1 | < 0.1% |
| 2596 | 1 | < 0.1% |
| Other values (3267) | 3267 |
| Value | Count | Frequency (%) |
| 11 | 1 | |
| 12 | 1 | |
| 13 | 1 | |
| 14 | 1 | |
| 15 | 1 | |
| 16 | 1 | |
| 17 | 1 | |
| 18 | 1 | |
| 19 | 1 | |
| 20 | 1 |
| Value | Count | Frequency (%) |
| 3287 | 1 | |
| 3286 | 1 | |
| 3285 | 1 | |
| 3284 | 1 | |
| 3283 | 1 | |
| 3282 | 1 | |
| 3281 | 1 | |
| 3280 | 1 | |
| 3279 | 1 | |
| 3278 | 1 |
df_index
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIFORMUNIQUE| Distinct | 3277 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1649 |
| Minimum | 11 |
|---|---|
| Maximum | 3287 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.7 KiB |
Quantile statistics
| Minimum | 11 |
|---|---|
| 5-th percentile | 174.8 |
| Q1 | 830 |
| median | 1649 |
| Q3 | 2468 |
| 95-th percentile | 3123.2 |
| Maximum | 3287 |
| Range | 3276 |
| Interquartile range (IQR) | 1638 |
Descriptive statistics
| Standard deviation | 946.1327426 |
|---|---|
| Coefficient of variation (CV) | 0.5737615177 |
| Kurtosis | -1.2 |
| Mean | 1649 |
| Median Absolute Deviation (MAD) | 819 |
| Skewness | 0 |
| Sum | 5403773 |
| Variance | 895167.1667 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 2047 | 1 | < 0.1% |
| 541 | 1 | < 0.1% |
| 561 | 1 | < 0.1% |
| 2608 | 1 | < 0.1% |
| 557 | 1 | < 0.1% |
| 2604 | 1 | < 0.1% |
| 553 | 1 | < 0.1% |
| 2600 | 1 | < 0.1% |
| 549 | 1 | < 0.1% |
| 2596 | 1 | < 0.1% |
| Other values (3267) | 3267 |
| Value | Count | Frequency (%) |
| 11 | 1 | |
| 12 | 1 | |
| 13 | 1 | |
| 14 | 1 | |
| 15 | 1 | |
| 16 | 1 | |
| 17 | 1 | |
| 18 | 1 | |
| 19 | 1 | |
| 20 | 1 |
| Value | Count | Frequency (%) |
| 3287 | 1 | |
| 3286 | 1 | |
| 3285 | 1 | |
| 3284 | 1 | |
| 3283 | 1 | |
| 3282 | 1 | |
| 3281 | 1 | |
| 3280 | 1 | |
| 3279 | 1 | |
| 3278 | 1 |
| Distinct | 3277 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 25.7 KiB |
| 2021-05-31 00:00:00 | 1 |
|---|---|
| 2020-10-23 00:00:00 | 1 |
| 2017-09-09 00:00:00 | 1 |
| 2014-06-30 00:00:00 | 1 |
| 2015-05-31 00:00:00 | 1 |
| Other values (3272) |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 19 |
| Min length | 19 |
Characters and Unicode
| Total characters | 62263 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 4 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 3277 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 2013-04-12 00:00:00 |
|---|---|
| 2nd row | 2013-04-13 00:00:00 |
| 3rd row | 2013-04-14 00:00:00 |
| 4th row | 2013-04-15 00:00:00 |
| 5th row | 2013-04-16 00:00:00 |
Common Values
| Value | Count | Frequency (%) |
| 2021-05-31 00:00:00 | 1 | < 0.1% |
| 2020-10-23 00:00:00 | 1 | < 0.1% |
| 2017-09-09 00:00:00 | 1 | < 0.1% |
| 2014-06-30 00:00:00 | 1 | < 0.1% |
| 2015-05-31 00:00:00 | 1 | < 0.1% |
| 2022-01-12 00:00:00 | 1 | < 0.1% |
| 2018-09-08 00:00:00 | 1 | < 0.1% |
| 2021-01-19 00:00:00 | 1 | < 0.1% |
| 2019-07-05 00:00:00 | 1 | < 0.1% |
| 2022-03-04 00:00:00 | 1 | < 0.1% |
| Other values (3267) | 3267 |
Length
| Value | Count | Frequency (%) |
| 00:00:00 | 3277 | |
| 2022-02-28 | 1 | < 0.1% |
| 2019-12-18 | 1 | < 0.1% |
| 2015-03-13 | 1 | < 0.1% |
| 2013-12-21 | 1 | < 0.1% |
| 2014-09-20 | 1 | < 0.1% |
| 2020-09-17 | 1 | < 0.1% |
| 2021-01-30 | 1 | < 0.1% |
| 2020-05-23 | 1 | < 0.1% |
| 2018-04-29 | 1 | < 0.1% |
| Other values (3268) | 3268 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 27311 | |
| - | 6554 | 10.5% |
| : | 6554 | 10.5% |
| 2 | 6119 | 9.8% |
| 1 | 5661 | 9.1% |
| 3277 | 5.3% | |
| 3 | 1028 | 1.7% |
| 5 | 967 | 1.6% |
| 7 | 967 | 1.6% |
| 8 | 967 | 1.6% |
| Other values (3) | 2858 | 4.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 45878 | |
| Dash Punctuation | 6554 | 10.5% |
| Other Punctuation | 6554 | 10.5% |
| Space Separator | 3277 | 5.3% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 27311 | |
| 2 | 6119 | 13.3% |
| 1 | 5661 | 12.3% |
| 3 | 1028 | 2.2% |
| 5 | 967 | 2.1% |
| 7 | 967 | 2.1% |
| 8 | 967 | 2.1% |
| 6 | 959 | 2.1% |
| 9 | 951 | 2.1% |
| 4 | 948 | 2.1% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 6554 |
Space Separator
| Value | Count | Frequency (%) |
| 3277 |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 6554 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 62263 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 27311 | |
| - | 6554 | 10.5% |
| : | 6554 | 10.5% |
| 2 | 6119 | 9.8% |
| 1 | 5661 | 9.1% |
| 3277 | 5.3% | |
| 3 | 1028 | 1.7% |
| 5 | 967 | 1.6% |
| 7 | 967 | 1.6% |
| 8 | 967 | 1.6% |
| Other values (3) | 2858 | 4.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 62263 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 27311 | |
| - | 6554 | 10.5% |
| : | 6554 | 10.5% |
| 2 | 6119 | 9.8% |
| 1 | 5661 | 9.1% |
| 3277 | 5.3% | |
| 3 | 1028 | 1.7% |
| 5 | 967 | 1.6% |
| 7 | 967 | 1.6% |
| 8 | 967 | 1.6% |
| Other values (3) | 2858 | 4.6% |
| Distinct | 3238 |
|---|---|
| Distinct (%) | 98.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9934.768238 |
| Minimum | 61.17 |
|---|---|
| Maximum | 67554.13 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.7 KiB |
Quantile statistics
| Minimum | 61.17 |
|---|---|
| 5-th percentile | 127.736 |
| Q1 | 447.94 |
| median | 3714.6 |
| Q3 | 9677.6 |
| 95-th percentile | 48910.812 |
| Maximum | 67554.13 |
| Range | 67492.96 |
| Interquartile range (IQR) | 9229.66 |
Descriptive statistics
| Standard deviation | 15584.08404 |
|---|---|
| Coefficient of variation (CV) | 1.568640925 |
| Kurtosis | 2.825295107 |
| Mean | 9934.768238 |
| Median Absolute Deviation (MAD) | 3456.14 |
| Skewness | 1.993962414 |
| Sum | 32556235.52 |
| Variance | 242863675.4 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 604.09 | 8 | 0.2% |
| 101 | 2 | 0.1% |
| 4100 | 2 | 0.1% |
| 6666.9 | 2 | 0.1% |
| 334 | 2 | 0.1% |
| 9791 | 2 | 0.1% |
| 10400 | 2 | 0.1% |
| 99.2 | 2 | 0.1% |
| 258.46 | 2 | 0.1% |
| 574 | 2 | 0.1% |
| Other values (3228) | 3251 |
| Value | Count | Frequency (%) |
| 61.17 | 1 | |
| 65.79 | 1 | |
| 66.6 | 1 | |
| 73.62 | 1 | |
| 73.75 | 1 | |
| 74 | 1 | |
| 74.25 | 1 | |
| 74.9 | 1 | |
| 77.55 | 1 | |
| 83.98 | 1 |
| Value | Count | Frequency (%) |
| 67554.13 | 1 | |
| 66928.42 | 1 | |
| 66021.26 | 1 | |
| 65509.87 | 1 | |
| 64919.18 | 1 | |
| 64807.73 | 1 | |
| 64403.43 | 1 | |
| 64263.93176 | 1 | |
| 64144.42 | 1 | |
| 63621.05 | 1 |
| Distinct | 3168 |
|---|---|
| Distinct (%) | 96.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10253.01825 |
| Minimum | 73.26 |
|---|---|
| Maximum | 69000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.7 KiB |
Quantile statistics
| Minimum | 73.26 |
|---|---|
| 5-th percentile | 130.918 |
| Q1 | 454.91 |
| median | 3916.9 |
| Q3 | 9903.89 |
| 95-th percentile | 49957.2 |
| Maximum | 69000 |
| Range | 68926.74 |
| Interquartile range (IQR) | 9448.98 |
Descriptive statistics
| Standard deviation | 16036.56337 |
|---|---|
| Coefficient of variation (CV) | 1.564082202 |
| Kurtosis | 2.755717637 |
| Mean | 10253.01825 |
| Median Absolute Deviation (MAD) | 3637.48 |
| Skewness | 1.980390189 |
| Sum | 33599140.82 |
| Variance | 257171364.7 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 604.09 | 7 | 0.2% |
| 8600 | 4 | 0.1% |
| 590 | 3 | 0.1% |
| 664 | 3 | 0.1% |
| 615 | 3 | 0.1% |
| 227 | 3 | 0.1% |
| 386 | 3 | 0.1% |
| 241 | 3 | 0.1% |
| 130 | 2 | 0.1% |
| 390 | 2 | 0.1% |
| Other values (3158) | 3244 |
| Value | Count | Frequency (%) |
| 73.26 | 1 | |
| 75 | 1 | |
| 76.01 | 1 | |
| 77 | 1 | |
| 79.17 | 1 | |
| 82 | 1 | |
| 82.5 | 1 | |
| 86.4 | 1 | |
| 87.1 | 2 | |
| 87.2 | 1 |
| Value | Count | Frequency (%) |
| 69000 | 1 | |
| 68568.85 | 1 | |
| 67803.55 | 1 | |
| 67016.5 | 1 | |
| 66664.1 | 1 | |
| 66387.4 | 1 | |
| 65625.44 | 1 | |
| 65525 | 1 | |
| 65497.53 | 1 | |
| 64990 | 1 |
| Distinct | 3143 |
|---|---|
| Distinct (%) | 95.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9573.749393 |
| Minimum | 0.01 |
|---|---|
| Maximum | 66250 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.7 KiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 124.896 |
| Q1 | 436.95 |
| median | 3555.3 |
| Q3 | 9356 |
| 95-th percentile | 47050.04 |
| Maximum | 66250 |
| Range | 66249.99 |
| Interquartile range (IQR) | 8919.05 |
Descriptive statistics
| Standard deviation | 15044.0285 |
|---|---|
| Coefficient of variation (CV) | 1.571383152 |
| Kurtosis | 2.880612204 |
| Mean | 9573.749393 |
| Median Absolute Deviation (MAD) | 3308.32 |
| Skewness | 2.004306362 |
| Sum | 31373176.76 |
| Variance | 226322793.5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 604.09 | 7 | 0.2% |
| 117 | 6 | 0.2% |
| 115 | 4 | 0.1% |
| 10000 | 4 | 0.1% |
| 8400 | 4 | 0.1% |
| 375.01 | 4 | 0.1% |
| 445.01 | 3 | 0.1% |
| 123 | 3 | 0.1% |
| 452 | 3 | 0.1% |
| 11000 | 3 | 0.1% |
| Other values (3133) | 3236 |
| Value | Count | Frequency (%) |
| 0.01 | 1 | |
| 0.06 | 1 | |
| 1 | 1 | |
| 13 | 1 | |
| 20 | 1 | |
| 51 | 1 | |
| 61 | 1 | |
| 62.94 | 1 | |
| 64 | 1 | |
| 65.2 | 1 |
| Value | Count | Frequency (%) |
| 66250 | 1 | |
| 64079 | 1 | |
| 63564 | 1 | |
| 63525 | 1 | |
| 63394.17 | 1 | |
| 63348.91 | 1 | |
| 63277 | 1 | |
| 62700.1 | 1 | |
| 62255 | 1 | |
| 61980 | 1 |
| Distinct | 3246 |
|---|---|
| Distinct (%) | 99.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9947.570175 |
| Minimum | 61.351 |
|---|---|
| Maximum | 67551.72 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.7 KiB |
Quantile statistics
| Minimum | 61.351 |
|---|---|
| 5-th percentile | 127.968 |
| Q1 | 447.85 |
| median | 3678.21 |
| Q3 | 9681.24 |
| 95-th percentile | 48909.016 |
| Maximum | 67551.72 |
| Range | 67490.369 |
| Interquartile range (IQR) | 9233.39 |
Descriptive statistics
| Standard deviation | 15597.56502 |
|---|---|
| Coefficient of variation (CV) | 1.56797738 |
| Kurtosis | 2.808096318 |
| Mean | 9947.570175 |
| Median Absolute Deviation (MAD) | 3424.09 |
| Skewness | 1.99032481 |
| Sum | 32598187.46 |
| Variance | 243284034.7 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 604.09 | 8 | 0.2% |
| 755 | 2 | 0.1% |
| 10165.84 | 2 | 0.1% |
| 240.67 | 2 | 0.1% |
| 6605 | 2 | 0.1% |
| 232.24 | 2 | 0.1% |
| 518.4 | 2 | 0.1% |
| 635.3 | 2 | 0.1% |
| 417.03 | 2 | 0.1% |
| 124.9 | 2 | 0.1% |
| Other values (3236) | 3251 |
| Value | Count | Frequency (%) |
| 61.351 | 1 | |
| 65.1 | 1 | |
| 66.5 | 1 | |
| 72.5 | 1 | |
| 73.62 | 1 | |
| 73.82 | 1 | |
| 74.77 | 1 | |
| 75.02 | 1 | |
| 77.53 | 1 | |
| 83.98 | 1 |
| Value | Count | Frequency (%) |
| 67551.72 | 1 | |
| 66944.67 | 1 | |
| 66026.54 | 1 | |
| 65505.02 | 1 | |
| 64912.2 | 1 | |
| 64807.74 | 1 | |
| 64400.01 | 1 | |
| 64303.14 | 1 | |
| 64147.9 | 1 | |
| 63587.2 | 1 |
| Distinct | 3271 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 56962.90802 |
| Minimum | 0 |
|---|---|
| Maximum | 751264.9545 |
| Zeros | 7 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 8121.255832 |
| Q1 | 24371.55448 |
| median | 44644.46924 |
| Q3 | 73235.76717 |
| 95-th percentile | 143591.7692 |
| Maximum | 751264.9545 |
| Range | 751264.9545 |
| Interquartile range (IQR) | 48864.21269 |
Descriptive statistics
| Standard deviation | 51744.41613 |
|---|---|
| Coefficient of variation (CV) | 0.9083878953 |
| Kurtosis | 25.62975046 |
| Mean | 56962.90802 |
| Median Absolute Deviation (MAD) | 22930.27866 |
| Skewness | 3.518434676 |
| Sum | 186667449.6 |
| Variance | 2677484601 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7 | 0.2% |
| 50857.29938 | 1 | < 0.1% |
| 8184.916291 | 1 | < 0.1% |
| 125537.3172 | 1 | < 0.1% |
| 22638.61552 | 1 | < 0.1% |
| 129314.8444 | 1 | < 0.1% |
| 5313.631701 | 1 | < 0.1% |
| 24533.7716 | 1 | < 0.1% |
| 120163.7805 | 1 | < 0.1% |
| 42268.80978 | 1 | < 0.1% |
| Other values (3261) | 3261 |
| Value | Count | Frequency (%) |
| 0 | 7 | |
| 1127.108055 | 1 | < 0.1% |
| 1272.22323 | 1 | < 0.1% |
| 1377.793049 | 1 | < 0.1% |
| 1404.552167 | 1 | < 0.1% |
| 1874.373855 | 1 | < 0.1% |
| 2209.024527 | 1 | < 0.1% |
| 2270.750403 | 1 | < 0.1% |
| 2314.690145 | 1 | < 0.1% |
| 2365.531659 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 751264.9545 | 1 | |
| 679387.8715 | 1 | |
| 528732.3909 | 1 | |
| 476441.2954 | 1 | |
| 453858.0307 | 1 | |
| 410843.4671 | 1 | |
| 395095.2281 | 1 | |
| 365380.1578 | 1 | |
| 363369.6887 | 1 | |
| 358621.4669 | 1 |
| Distinct | 3276 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 101.2529772 |
| Minimum | -11125.46633 |
|---|---|
| Maximum | 8840.240632 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1453 |
| Negative (%) | 44.3% |
| Memory size | 25.7 KiB |
Quantile statistics
| Minimum | -11125.46633 |
|---|---|
| 5-th percentile | -1574.8687 |
| Q1 | -43.4978505 |
| median | 4.5525 |
| Q3 | 161.59795 |
| 95-th percentile | 1993.94926 |
| Maximum | 8840.240632 |
| Range | 19965.70696 |
| Interquartile range (IQR) | 205.0958005 |
Descriptive statistics
| Standard deviation | 1430.271966 |
|---|---|
| Coefficient of variation (CV) | 14.12572751 |
| Kurtosis | 14.70011014 |
| Mean | 101.2529772 |
| Median Absolute Deviation (MAD) | 87.4515865 |
| Skewness | 0.5144167458 |
| Sum | 331806.0064 |
| Variance | 2045677.896 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.068 | 2 | 0.1% |
| 210.2652785 | 1 | < 0.1% |
| 210.8915865 | 1 | < 0.1% |
| 270.1636505 | 1 | < 0.1% |
| 6.462 | 1 | < 0.1% |
| 304.567 | 1 | < 0.1% |
| 94.1495 | 1 | < 0.1% |
| -548.6945 | 1 | < 0.1% |
| 934.3715 | 1 | < 0.1% |
| 55.46496 | 1 | < 0.1% |
| Other values (3266) | 3266 |
| Value | Count | Frequency (%) |
| -11125.46633 | 1 | |
| -10611.44883 | 1 | |
| -10348.30333 | 1 | |
| -9985.226832 | 1 | |
| -9559.8 | 1 | |
| -9479.836832 | 1 | |
| -9180.5815 | 1 | |
| -8242.073556 | 1 | |
| -7392.2305 | 1 | |
| -7084.888056 | 1 |
| Value | Count | Frequency (%) |
| 8840.240632 | 1 | |
| 8317.9615 | 1 | |
| 8252.474632 | 1 | |
| 8246.249556 | 1 | |
| 8185.907556 | 1 | |
| 7897.673132 | 1 | |
| 7864.725632 | 1 | |
| 7849.6345 | 1 | |
| 7777.2095 | 1 | |
| 7706.166632 | 1 |
| Distinct | 3277 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.24750571 |
| Minimum | -3912.299391 |
|---|---|
| Maximum | 3468.402875 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1435 |
| Negative (%) | 43.8% |
| Memory size | 25.7 KiB |
Quantile statistics
| Minimum | -3912.299391 |
|---|---|
| 5-th percentile | -592.2209406 |
| Q1 | -15.1334471 |
| median | 1.816588271 |
| Q3 | 64.46288933 |
| 95-th percentile | 815.3706052 |
| Maximum | 3468.402875 |
| Range | 7380.702266 |
| Interquartile range (IQR) | 79.59633642 |
Descriptive statistics
| Standard deviation | 543.217004 |
|---|---|
| Coefficient of variation (CV) | 11.74586598 |
| Kurtosis | 13.43257636 |
| Mean | 46.24750571 |
| Median Absolute Deviation (MAD) | 31.6864496 |
| Skewness | 0.6336952994 |
| Sum | 151553.0762 |
| Variance | 295084.7134 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.2729410201 | 1 | < 0.1% |
| 352.1754362 | 1 | < 0.1% |
| -0.1532576395 | 1 | < 0.1% |
| -281.4645145 | 1 | < 0.1% |
| 7.208421572 | 1 | < 0.1% |
| 140.3878433 | 1 | < 0.1% |
| -123.232905 | 1 | < 0.1% |
| -2.209998038 | 1 | < 0.1% |
| -25.98770728 | 1 | < 0.1% |
| -217.7917813 | 1 | < 0.1% |
| Other values (3267) | 3267 |
| Value | Count | Frequency (%) |
| -3912.299391 | 1 | |
| -3710.230871 | 1 | |
| -3662.474439 | 1 | |
| -3535.497151 | 1 | |
| -3430.590273 | 1 | |
| -3411.561122 | 1 | |
| -3227.830844 | 1 | |
| -2838.23014 | 1 | |
| -2689.919672 | 1 | |
| -2634.913101 | 1 |
| Value | Count | Frequency (%) |
| 3468.402875 | 1 | |
| 3310.46612 | 1 | |
| 3268.578886 | 1 | |
| 3191.834304 | 1 | |
| 3166.937578 | 1 | |
| 3149.652531 | 1 | |
| 3044.728845 | 1 | |
| 3029.986064 | 1 | |
| 2905.217803 | 1 | |
| 2859.580855 | 1 |
| Distinct | 3277 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 189.778586 |
| Minimum | -5908.701111 |
|---|---|
| Maximum | 7525.143242 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1408 |
| Negative (%) | 43.0% |
| Memory size | 25.7 KiB |
Quantile statistics
| Minimum | -5908.701111 |
|---|---|
| 5-th percentile | -1173.971918 |
| Q1 | -37.45960971 |
| median | 7.718292427 |
| Q3 | 201.5937409 |
| 95-th percentile | 3177.297335 |
| Maximum | 7525.143242 |
| Range | 13433.84435 |
| Interquartile range (IQR) | 239.0533506 |
Descriptive statistics
| Standard deviation | 1416.889206 |
|---|---|
| Coefficient of variation (CV) | 7.46601203 |
| Kurtosis | 7.091857198 |
| Mean | 189.778586 |
| Median Absolute Deviation (MAD) | 79.75074169 |
| Skewness | 0.9283765138 |
| Sum | 621904.4264 |
| Variance | 2007575.023 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -85.8122513 | 1 | < 0.1% |
| 1080.284433 | 1 | < 0.1% |
| 174.138057 | 1 | < 0.1% |
| -59.75322205 | 1 | < 0.1% |
| -654.0645998 | 1 | < 0.1% |
| 69.27264701 | 1 | < 0.1% |
| 683.3743505 | 1 | < 0.1% |
| 52.04479668 | 1 | < 0.1% |
| -353.7244298 | 1 | < 0.1% |
| 1398.108245 | 1 | < 0.1% |
| Other values (3267) | 3267 |
| Value | Count | Frequency (%) |
| -5908.701111 | 1 | |
| -5900.532439 | 1 | |
| -5898.876872 | 1 | |
| -5844.931141 | 1 | |
| -5799.238948 | 1 | |
| -5773.334568 | 1 | |
| -5733.712372 | 1 | |
| -5675.556382 | 1 | |
| -5661.839598 | 1 | |
| -5644.897105 | 1 |
| Value | Count | Frequency (%) |
| 7525.143242 | 1 | |
| 7447.344643 | 1 | |
| 7273.573982 | 1 | |
| 7107.171412 | 1 | |
| 7074.661305 | 1 | |
| 6786.209204 | 1 | |
| 6725.393753 | 1 | |
| 6389.114294 | 1 | |
| 6355.47063 | 1 | |
| 6184.394738 | 1 |
| Distinct | 3277 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 98.92294413 |
| Minimum | -7952.95751 |
|---|---|
| Maximum | 7220.7007 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1425 |
| Negative (%) | 43.5% |
| Memory size | 25.7 KiB |
Quantile statistics
| Minimum | -7952.95751 |
|---|---|
| 5-th percentile | -1262.302688 |
| Q1 | -29.56982559 |
| median | 3.661722666 |
| Q3 | 128.474965 |
| 95-th percentile | 1764.608476 |
| Maximum | 7220.7007 |
| Range | 15173.65821 |
| Interquartile range (IQR) | 158.0447906 |
Descriptive statistics
| Standard deviation | 1122.169843 |
|---|---|
| Coefficient of variation (CV) | 11.34387834 |
| Kurtosis | 13.03902641 |
| Mean | 98.92294413 |
| Median Absolute Deviation (MAD) | 64.4177813 |
| Skewness | 0.6353305821 |
| Sum | 324170.4879 |
| Variance | 1259265.157 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -4.537321449 | 1 | < 0.1% |
| 45.03291944 | 1 | < 0.1% |
| 1980.531103 | 1 | < 0.1% |
| 60.70785789 | 1 | < 0.1% |
| 4.078936561 | 1 | < 0.1% |
| 72.64139287 | 1 | < 0.1% |
| 12.51740198 | 1 | < 0.1% |
| -1412.571224 | 1 | < 0.1% |
| -183.7749144 | 1 | < 0.1% |
| -48.65233595 | 1 | < 0.1% |
| Other values (3267) | 3267 |
| Value | Count | Frequency (%) |
| -7952.95751 | 1 | |
| -7525.557349 | 1 | |
| -7524.693459 | 1 | |
| -7289.133523 | 1 | |
| -7097.134381 | 1 | |
| -6965.381621 | 1 | |
| -6263.622937 | 1 | |
| -5691.823758 | 1 | |
| -5419.728082 | 1 | |
| -5360.30394 | 1 |
| Value | Count | Frequency (%) |
| 7220.7007 | 1 | |
| 6885.65385 | 1 | |
| 6830.412164 | 1 | |
| 6766.399281 | 1 | |
| 6585.794398 | 1 | |
| 6385.668618 | 1 | |
| 6282.73934 | 1 | |
| 6183.755591 | 1 | |
| 6162.320342 | 1 | |
| 5860.036378 | 1 |
| Distinct | 3277 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 89.57579368 |
| Minimum | -5067.935712 |
|---|---|
| Maximum | 5250.58966 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1430 |
| Negative (%) | 43.6% |
| Memory size | 25.7 KiB |
Quantile statistics
| Minimum | -5067.935712 |
|---|---|
| 5-th percentile | -938.7735109 |
| Q1 | -26.02540708 |
| median | 2.699030531 |
| Q3 | 111.9523484 |
| 95-th percentile | 1624.823998 |
| Maximum | 5250.58966 |
| Range | 10318.52537 |
| Interquartile range (IQR) | 137.9777554 |
Descriptive statistics
| Standard deviation | 864.6823041 |
|---|---|
| Coefficient of variation (CV) | 9.653080019 |
| Kurtosis | 10.48489639 |
| Mean | 89.57579368 |
| Median Absolute Deviation (MAD) | 49.67815723 |
| Skewness | 0.6311663462 |
| Sum | 293539.8759 |
| Variance | 747675.4871 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1951.43615 | 1 | < 0.1% |
| 272.0492678 | 1 | < 0.1% |
| -5.819528055 | 1 | < 0.1% |
| -9.91174093 | 1 | < 0.1% |
| -9.626618253 | 1 | < 0.1% |
| -2453.578036 | 1 | < 0.1% |
| -370.3807851 | 1 | < 0.1% |
| -5.806145317 | 1 | < 0.1% |
| -104.6522028 | 1 | < 0.1% |
| 412.2322656 | 1 | < 0.1% |
| Other values (3267) | 3267 |
| Value | Count | Frequency (%) |
| -5067.935712 | 1 | |
| -4979.098867 | 1 | |
| -4891.300554 | 1 | |
| -4692.470074 | 1 | |
| -4682.786292 | 1 | |
| -4680.090085 | 1 | |
| -4605.057714 | 1 | |
| -4601.728782 | 1 | |
| -4541.955937 | 1 | |
| -4408.599851 | 1 |
| Value | Count | Frequency (%) |
| 5250.58966 | 1 | |
| 5122.983038 | 1 | |
| 4991.604516 | 1 | |
| 4747.850758 | 1 | |
| 4667.241146 | 1 | |
| 4621.530258 | 1 | |
| 4550.128243 | 1 | |
| 4456.181053 | 1 | |
| 4448.213936 | 1 | |
| 4369.709041 | 1 |
| Distinct | 70 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.548280221 |
| Minimum | -92.85714286 |
|---|---|
| Maximum | 92.85714286 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1504 |
| Negative (%) | 45.9% |
| Memory size | 25.7 KiB |
Quantile statistics
| Minimum | -92.85714286 |
|---|---|
| 5-th percentile | -85.71428571 |
| Q1 | -50 |
| median | 21.42857143 |
| Q3 | 64.28571429 |
| 95-th percentile | 92.85714286 |
| Maximum | 92.85714286 |
| Range | 185.7142857 |
| Interquartile range (IQR) | 114.2857143 |
Descriptive statistics
| Standard deviation | 60.4005864 |
|---|---|
| Coefficient of variation (CV) | 8.001900384 |
| Kurtosis | -1.482033262 |
| Mean | 7.548280221 |
| Median Absolute Deviation (MAD) | 57.14285714 |
| Skewness | -0.1407560594 |
| Sum | 24735.71429 |
| Variance | 3648.230837 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 92.85714286 | 187 | 5.7% |
| 85.71428571 | 176 | 5.4% |
| 78.57142857 | 123 | 3.8% |
| 71.42857143 | 122 | 3.7% |
| -85.71428571 | 120 | 3.7% |
| 42.85714286 | 112 | 3.4% |
| 64.28571429 | 105 | 3.2% |
| 50 | 99 | 3.0% |
| -50 | 99 | 3.0% |
| -71.42857143 | 97 | 3.0% |
| Other values (60) | 2037 |
| Value | Count | Frequency (%) |
| -92.85714286 | 86 | |
| -85.71428571 | 120 | |
| -78.57142857 | 30 | 0.9% |
| -78.57142857 | 93 | |
| -71.42857143 | 97 | |
| -71.42857143 | 20 | 0.6% |
| -64.28571429 | 62 | |
| -64.28571429 | 76 | |
| -57.14285714 | 38 | 1.2% |
| -57.14285714 | 71 |
| Value | Count | Frequency (%) |
| 92.85714286 | 187 | |
| 85.71428571 | 176 | |
| 78.57142857 | 49 | 1.5% |
| 78.57142857 | 123 | |
| 71.42857143 | 122 | |
| 71.42857143 | 30 | 0.9% |
| 64.28571429 | 79 | |
| 64.28571429 | 105 | |
| 57.14285714 | 48 | 1.5% |
| 57.14285714 | 88 |
| Distinct | 3262 |
|---|---|
| Distinct (%) | 99.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.90069875 |
| Minimum | 0 |
|---|---|
| Maximum | 72.86646896 |
| Zeros | 16 |
| Zeros (%) | 0.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 13.76633469 |
| Q1 | 21.05810033 |
| median | 28.00590155 |
| Q3 | 37.10407204 |
| 95-th percentile | 53.49500266 |
| Maximum | 72.86646896 |
| Range | 72.86646896 |
| Interquartile range (IQR) | 16.04597171 |
Descriptive statistics
| Standard deviation | 12.00606954 |
|---|---|
| Coefficient of variation (CV) | 0.4015314038 |
| Kurtosis | 0.2661331538 |
| Mean | 29.90069875 |
| Median Absolute Deviation (MAD) | 7.820451972 |
| Skewness | 0.6708329582 |
| Sum | 97984.58981 |
| Variance | 144.1457059 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 16 | 0.5% |
| 16.88082796 | 1 | < 0.1% |
| 46.32490818 | 1 | < 0.1% |
| 21.16898192 | 1 | < 0.1% |
| 24.71414364 | 1 | < 0.1% |
| 26.77149435 | 1 | < 0.1% |
| 17.32448878 | 1 | < 0.1% |
| 18.28894355 | 1 | < 0.1% |
| 44.14410626 | 1 | < 0.1% |
| 40.19191266 | 1 | < 0.1% |
| Other values (3252) | 3252 |
| Value | Count | Frequency (%) |
| 0 | 16 | |
| 7.918046845 | 1 | < 0.1% |
| 8.146783492 | 1 | < 0.1% |
| 8.519943581 | 1 | < 0.1% |
| 8.523714988 | 1 | < 0.1% |
| 8.54501553 | 1 | < 0.1% |
| 8.592379024 | 1 | < 0.1% |
| 8.664892955 | 1 | < 0.1% |
| 8.766144265 | 1 | < 0.1% |
| 8.808987083 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 72.86646896 | 1 | |
| 72.13588177 | 1 | |
| 71.36067536 | 1 | |
| 71.07830399 | 1 | |
| 70.75863699 | 1 | |
| 70.29095625 | 1 | |
| 70.26958968 | 1 | |
| 69.85294309 | 1 | |
| 69.83083249 | 1 | |
| 69.67354727 | 1 |
| Distinct | 3277 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7391748852 |
| Minimum | -100.4452765 |
|---|---|
| Maximum | 110.789837 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1708 |
| Negative (%) | 52.1% |
| Memory size | 25.7 KiB |
Quantile statistics
| Minimum | -100.4452765 |
|---|---|
| 5-th percentile | -32.57997927 |
| Q1 | -12.28122796 |
| median | -0.9523523616 |
| Q3 | 13.1013867 |
| 95-th percentile | 40.50108834 |
| Maximum | 110.789837 |
| Range | 211.2351135 |
| Interquartile range (IQR) | 25.38261466 |
Descriptive statistics
| Standard deviation | 22.34174838 |
|---|---|
| Coefficient of variation (CV) | 30.22525363 |
| Kurtosis | 1.434139258 |
| Mean | 0.7391748852 |
| Median Absolute Deviation (MAD) | 12.73453777 |
| Skewness | 0.1432898381 |
| Sum | 2422.276099 |
| Variance | 499.1537208 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11.75306882 | 1 | < 0.1% |
| -19.97877851 | 1 | < 0.1% |
| -20.69212329 | 1 | < 0.1% |
| -26.74283763 | 1 | < 0.1% |
| 7.36754079 | 1 | < 0.1% |
| 32.50241958 | 1 | < 0.1% |
| -30.88304512 | 1 | < 0.1% |
| -32.56962636 | 1 | < 0.1% |
| -57.36424939 | 1 | < 0.1% |
| -17.46956459 | 1 | < 0.1% |
| Other values (3267) | 3267 |
| Value | Count | Frequency (%) |
| -100.4452765 | 1 | |
| -99.06375143 | 1 | |
| -90.37550495 | 1 | |
| -87.97801266 | 1 | |
| -87.58671587 | 1 | |
| -85.58506624 | 1 | |
| -84.96992125 | 1 | |
| -79.60365421 | 1 | |
| -79.32066694 | 1 | |
| -76.56648533 | 1 |
| Value | Count | Frequency (%) |
| 110.789837 | 1 | |
| 91.0513853 | 1 | |
| 83.02103986 | 1 | |
| 82.5512614 | 1 | |
| 81.40227634 | 1 | |
| 81.19577275 | 1 | |
| 78.99297241 | 1 | |
| 78.68706351 | 1 | |
| 76.73999403 | 1 | |
| 72.54427827 | 1 |
| Distinct | 3277 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9611001652 |
| Minimum | -14.71226908 |
|---|---|
| Maximum | 30.31754511 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1430 |
| Negative (%) | 43.6% |
| Memory size | 25.7 KiB |
Quantile statistics
| Minimum | -14.71226908 |
|---|---|
| 5-th percentile | -6.628897369 |
| Q1 | -2.175968646 |
| median | 0.558067678 |
| Q3 | 3.540008885 |
| 95-th percentile | 9.46718414 |
| Maximum | 30.31754511 |
| Range | 45.02981419 |
| Interquartile range (IQR) | 5.715977531 |
Descriptive statistics
| Standard deviation | 5.256547586 |
|---|---|
| Coefficient of variation (CV) | 5.469302551 |
| Kurtosis | 4.19341816 |
| Mean | 0.9611001652 |
| Median Absolute Deviation (MAD) | 2.861240138 |
| Skewness | 0.969160546 |
| Sum | 3149.525241 |
| Variance | 27.63129252 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1.852003509 | 1 | < 0.1% |
| -11.74944235 | 1 | < 0.1% |
| -1.73747929 | 1 | < 0.1% |
| -5.463285868 | 1 | < 0.1% |
| 1.25833847 | 1 | < 0.1% |
| 18.41574384 | 1 | < 0.1% |
| 1.214416558 | 1 | < 0.1% |
| 0.2266339263 | 1 | < 0.1% |
| 1.379145937 | 1 | < 0.1% |
| 0.3045806833 | 1 | < 0.1% |
| Other values (3267) | 3267 |
| Value | Count | Frequency (%) |
| -14.71226908 | 1 | |
| -14.36934612 | 1 | |
| -13.8788437 | 1 | |
| -13.76839741 | 1 | |
| -13.70978301 | 1 | |
| -13.53433141 | 1 | |
| -13.18064093 | 1 | |
| -13.05466012 | 1 | |
| -12.99504304 | 1 | |
| -12.80542604 | 1 |
| Value | Count | Frequency (%) |
| 30.31754511 | 1 | |
| 29.94030678 | 1 | |
| 29.77619021 | 1 | |
| 29.76284385 | 1 | |
| 29.73969359 | 1 | |
| 29.67407139 | 1 | |
| 29.63926338 | 1 | |
| 29.62085173 | 1 | |
| 29.49518495 | 1 | |
| 28.49697556 | 1 |
| Distinct | 3268 |
|---|---|
| Distinct (%) | 99.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52.96785353 |
| Minimum | 15.56115722 |
|---|---|
| Maximum | 95.40194049 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.7 KiB |
Quantile statistics
| Minimum | 15.56115722 |
|---|---|
| 5-th percentile | 31.25085252 |
| Q1 | 43.47693201 |
| median | 52.06940562 |
| Q3 | 61.97683282 |
| 95-th percentile | 77.6908641 |
| Maximum | 95.40194049 |
| Range | 79.84078327 |
| Interquartile range (IQR) | 18.49990081 |
Descriptive statistics
| Standard deviation | 13.74338298 |
|---|---|
| Coefficient of variation (CV) | 0.2594664889 |
| Kurtosis | -0.2342296903 |
| Mean | 52.96785353 |
| Median Absolute Deviation (MAD) | 9.101971486 |
| Skewness | 0.2269950833 |
| Sum | 173575.656 |
| Variance | 188.8805758 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 33.78425635 | 5 | 0.2% |
| 33.78425635 | 3 | 0.1% |
| 40.77847973 | 2 | 0.1% |
| 55.96784703 | 2 | 0.1% |
| 38.96846709 | 2 | 0.1% |
| 43.76798309 | 1 | < 0.1% |
| 35.9932536 | 1 | < 0.1% |
| 50.59711479 | 1 | < 0.1% |
| 34.90759052 | 1 | < 0.1% |
| 41.34666725 | 1 | < 0.1% |
| Other values (3258) | 3258 |
| Value | Count | Frequency (%) |
| 15.56115722 | 1 | |
| 15.67066617 | 1 | |
| 16.16066762 | 1 | |
| 17.42473819 | 1 | |
| 17.69491496 | 1 | |
| 18.47333936 | 1 | |
| 19.17812243 | 1 | |
| 19.46034443 | 1 | |
| 19.84080078 | 1 | |
| 19.90464036 | 1 |
| Value | Count | Frequency (%) |
| 95.40194049 | 1 | |
| 93.15807125 | 1 | |
| 91.79949653 | 1 | |
| 90.99241474 | 1 | |
| 90.73634317 | 1 | |
| 89.34329475 | 1 | |
| 89.27069169 | 1 | |
| 88.83263271 | 1 | |
| 88.64252859 | 1 | |
| 88.55435573 | 1 |
| Distinct | 3274 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5280691421 |
| Minimum | -1.110223025 × 10-15 |
|---|---|
| Maximum | 0.9873549912 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 4 |
| Negative (%) | 0.1% |
| Memory size | 25.7 KiB |
Quantile statistics
| Minimum | -1.110223025 × 10-15 |
|---|---|
| 5-th percentile | 0.2446193927 |
| Q1 | 0.3986147638 |
| median | 0.5254512967 |
| Q3 | 0.6587860217 |
| 95-th percentile | 0.8291208497 |
| Maximum | 0.9873549912 |
| Range | 0.9873549912 |
| Interquartile range (IQR) | 0.2601712579 |
Descriptive statistics
| Standard deviation | 0.1785851763 |
|---|---|
| Coefficient of variation (CV) | 0.3381852149 |
| Kurtosis | -0.6049988508 |
| Mean | 0.5280691421 |
| Median Absolute Deviation (MAD) | 0.1298537557 |
| Skewness | 0.01101433842 |
| Sum | 1730.482579 |
| Variance | 0.0318926652 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5 | 3 | 0.1% |
| -6.661338148 × 10-16 | 2 | 0.1% |
| 0.4693931497 | 1 | < 0.1% |
| 0.5452417541 | 1 | < 0.1% |
| 0.6246328046 | 1 | < 0.1% |
| 0.7929715596 | 1 | < 0.1% |
| 0.5115263118 | 1 | < 0.1% |
| 0.4509466059 | 1 | < 0.1% |
| 0.7424704801 | 1 | < 0.1% |
| 0.6875644214 | 1 | < 0.1% |
| Other values (3264) | 3264 |
| Value | Count | Frequency (%) |
| -1.110223025 × 10-15 | 1 | |
| -8.881784197 × 10-16 | 1 | |
| -6.661338148 × 10-16 | 2 | |
| 0.05721158094 | 1 | |
| 0.07409682063 | 1 | |
| 0.07819450445 | 1 | |
| 0.08364347668 | 1 | |
| 0.08933071103 | 1 | |
| 0.09051067853 | 1 | |
| 0.1016981382 | 1 |
| Value | Count | Frequency (%) |
| 0.9873549912 | 1 | |
| 0.970974782 | 1 | |
| 0.9687009306 | 1 | |
| 0.9673328928 | 1 | |
| 0.9652940104 | 1 | |
| 0.9562125535 | 1 | |
| 0.9461108036 | 1 | |
| 0.9452992007 | 1 | |
| 0.9444592154 | 1 | |
| 0.9405645425 | 1 |
| Distinct | 3277 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.180153986 |
| Minimum | -56.95288546 |
|---|---|
| Maximum | 78.0836499 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1396 |
| Negative (%) | 42.6% |
| Memory size | 25.7 KiB |
Quantile statistics
| Minimum | -56.95288546 |
|---|---|
| 5-th percentile | -32.00891705 |
| Q1 | -11.01030007 |
| median | 4.170144634 |
| Q3 | 22.56414994 |
| 95-th percentile | 48.87433102 |
| Maximum | 78.0836499 |
| Range | 135.0365354 |
| Interquartile range (IQR) | 33.57445 |
Descriptive statistics
| Standard deviation | 24.37347806 |
|---|---|
| Coefficient of variation (CV) | 3.943830221 |
| Kurtosis | -0.4463226682 |
| Mean | 6.180153986 |
| Median Absolute Deviation (MAD) | 16.53327442 |
| Skewness | 0.1907080834 |
| Sum | 20252.36461 |
| Variance | 594.0664326 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 17.05530101 | 1 | < 0.1% |
| 23.51158225 | 1 | < 0.1% |
| 6.385739898 | 1 | < 0.1% |
| -22.66290797 | 1 | < 0.1% |
| -0.2558108207 | 1 | < 0.1% |
| 48.29732006 | 1 | < 0.1% |
| -23.28004583 | 1 | < 0.1% |
| 18.33427249 | 1 | < 0.1% |
| -34.65376399 | 1 | < 0.1% |
| 2.204627043 | 1 | < 0.1% |
| Other values (3267) | 3267 |
| Value | Count | Frequency (%) |
| -56.95288546 | 1 | |
| -56.6144305 | 1 | |
| -55.49449454 | 1 | |
| -54.80597264 | 1 | |
| -52.74617454 | 1 | |
| -51.42584815 | 1 | |
| -50.03082504 | 1 | |
| -49.32437071 | 1 | |
| -49.23484504 | 1 | |
| -48.69963884 | 1 |
| Value | Count | Frequency (%) |
| 78.0836499 | 1 | |
| 72.60941545 | 1 | |
| 70.54054862 | 1 | |
| 69.48974094 | 1 | |
| 69.47321436 | 1 | |
| 69.46449528 | 1 | |
| 69.16378335 | 1 | |
| 68.67728941 | 1 | |
| 68.52191902 | 1 | |
| 68.49318486 | 1 |
| Distinct | 3277 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 55.72579568 |
| Minimum | 7.890640162 |
|---|---|
| Maximum | 96.91821538 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.7 KiB |
Quantile statistics
| Minimum | 7.890640162 |
|---|---|
| 5-th percentile | 17.89464413 |
| Q1 | 34.73869761 |
| median | 57.32298204 |
| Q3 | 76.46428044 |
| 95-th percentile | 89.74776033 |
| Maximum | 96.91821538 |
| Range | 89.02757522 |
| Interquartile range (IQR) | 41.72558284 |
Descriptive statistics
| Standard deviation | 23.59754543 |
|---|---|
| Coefficient of variation (CV) | 0.4234582053 |
| Kurtosis | -1.203299477 |
| Mean | 55.72579568 |
| Median Absolute Deviation (MAD) | 20.49901882 |
| Skewness | -0.1400186554 |
| Sum | 182613.4325 |
| Variance | 556.8441503 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 67.88340003 | 1 | < 0.1% |
| 56.27684993 | 1 | < 0.1% |
| 83.50576007 | 1 | < 0.1% |
| 67.6953144 | 1 | < 0.1% |
| 91.59252368 | 1 | < 0.1% |
| 91.74436271 | 1 | < 0.1% |
| 38.13973639 | 1 | < 0.1% |
| 30.16959422 | 1 | < 0.1% |
| 60.69651396 | 1 | < 0.1% |
| 58.38255898 | 1 | < 0.1% |
| Other values (3267) | 3267 |
| Value | Count | Frequency (%) |
| 7.890640162 | 1 | |
| 7.935659334 | 1 | |
| 7.96815094 | 1 | |
| 8.632279527 | 1 | |
| 8.69593536 | 1 | |
| 9.664816588 | 1 | |
| 9.777226409 | 1 | |
| 9.90770613 | 1 | |
| 10.32539481 | 1 | |
| 10.44360433 | 1 |
| Value | Count | Frequency (%) |
| 96.91821538 | 1 | |
| 96.83183795 | 1 | |
| 96.01284856 | 1 | |
| 95.98481507 | 1 | |
| 95.79975224 | 1 | |
| 95.56292129 | 1 | |
| 95.36152188 | 1 | |
| 95.1676807 | 1 | |
| 95.15439717 | 1 | |
| 95.08405506 | 1 |
| Distinct | 3274 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.304718763 |
| Minimum | -100 |
|---|---|
| Maximum | 95.90957301 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1440 |
| Negative (%) | 43.9% |
| Memory size | 25.7 KiB |
Quantile statistics
| Minimum | -100 |
|---|---|
| 5-th percentile | -55.37877019 |
| Q1 | -20.98360656 |
| median | 5.927037156 |
| Q3 | 33.13037614 |
| 95-th percentile | 70.43376792 |
| Maximum | 95.90957301 |
| Range | 195.909573 |
| Interquartile range (IQR) | 54.1139827 |
Descriptive statistics
| Standard deviation | 37.82574728 |
|---|---|
| Coefficient of variation (CV) | 5.999593115 |
| Kurtosis | -0.6284778416 |
| Mean | 6.304718763 |
| Median Absolute Deviation (MAD) | 27.01340861 |
| Skewness | -0.0009360037954 |
| Sum | 20660.56339 |
| Variance | 1430.787157 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -3.629348776 | 3 | 0.1% |
| 34.20551855 | 2 | 0.1% |
| -1.988677602 | 1 | < 0.1% |
| 40.46432736 | 1 | < 0.1% |
| -42.58802479 | 1 | < 0.1% |
| -19.49475442 | 1 | < 0.1% |
| -1.27673686 | 1 | < 0.1% |
| -31.36916447 | 1 | < 0.1% |
| 64.38552351 | 1 | < 0.1% |
| 39.73912332 | 1 | < 0.1% |
| Other values (3264) | 3264 |
| Value | Count | Frequency (%) |
| -100 | 1 | |
| -97.6819407 | 1 | |
| -96.83997795 | 1 | |
| -95.95674659 | 1 | |
| -95.66998245 | 1 | |
| -95.03464203 | 1 | |
| -94.70577714 | 1 | |
| -86.36723105 | 1 | |
| -86.13312262 | 1 | |
| -85.59367684 | 1 |
| Value | Count | Frequency (%) |
| 95.90957301 | 1 | |
| 95.63755379 | 1 | |
| 94.96676163 | 1 | |
| 93.8063206 | 1 | |
| 93.62945568 | 1 | |
| 90.88036117 | 1 | |
| 90.22270822 | 1 | |
| 89.25429697 | 1 | |
| 87.7186808 | 1 | |
| 87.46809004 | 1 |
| Distinct | 3275 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.32623479 |
| Minimum | 3.688978058 |
|---|---|
| Maximum | 256.4907934 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.7 KiB |
Quantile statistics
| Minimum | 3.688978058 |
|---|---|
| 5-th percentile | 6.311376277 |
| Q1 | 11.62372637 |
| median | 16.00607701 |
| Q3 | 21.14477797 |
| 95-th percentile | 36.26873837 |
| Maximum | 256.4907934 |
| Range | 252.8018154 |
| Interquartile range (IQR) | 9.521051604 |
Descriptive statistics
| Standard deviation | 13.64959497 |
|---|---|
| Coefficient of variation (CV) | 0.744811748 |
| Kurtosis | 69.37280442 |
| Mean | 18.32623479 |
| Median Absolute Deviation (MAD) | 4.669259721 |
| Skewness | 6.247870216 |
| Sum | 60055.07142 |
| Variance | 186.3114428 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 147.3848844 | 3 | 0.1% |
| 22.29542918 | 1 | < 0.1% |
| 10.06741674 | 1 | < 0.1% |
| 13.11823629 | 1 | < 0.1% |
| 16.56258779 | 1 | < 0.1% |
| 10.68650897 | 1 | < 0.1% |
| 17.43295569 | 1 | < 0.1% |
| 20.95605221 | 1 | < 0.1% |
| 100.6483607 | 1 | < 0.1% |
| 19.47969899 | 1 | < 0.1% |
| Other values (3265) | 3265 |
| Value | Count | Frequency (%) |
| 3.688978058 | 1 | |
| 3.720950638 | 1 | |
| 3.722650149 | 1 | |
| 3.723489621 | 1 | |
| 3.726930679 | 1 | |
| 3.730211986 | 1 | |
| 3.754686005 | 1 | |
| 3.766841078 | 1 | |
| 3.768287982 | 1 | |
| 3.840917011 | 1 |
| Value | Count | Frequency (%) |
| 256.4907934 | 1 | < 0.1% |
| 221.6190433 | 1 | < 0.1% |
| 176.9460103 | 1 | < 0.1% |
| 147.3848844 | 3 | |
| 145.7382958 | 1 | < 0.1% |
| 142.5369497 | 1 | < 0.1% |
| 140.778593 | 1 | < 0.1% |
| 133.4355127 | 1 | < 0.1% |
| 131.9868411 | 1 | < 0.1% |
| 110.1488933 | 1 | < 0.1% |
| Distinct | 3277 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.906519709 |
| Minimum | -51.78097306 |
|---|---|
| Maximum | 63.98213755 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1974 |
| Negative (%) | 60.2% |
| Memory size | 25.7 KiB |
Quantile statistics
| Minimum | -51.78097306 |
|---|---|
| 5-th percentile | -23.40749916 |
| Q1 | -11.35307752 |
| median | -3.731869774 |
| Q3 | 6.68295258 |
| 95-th percentile | 24.57860472 |
| Maximum | 63.98213755 |
| Range | 115.7631106 |
| Interquartile range (IQR) | 18.0360301 |
Descriptive statistics
| Standard deviation | 14.73904451 |
|---|---|
| Coefficient of variation (CV) | -7.730863965 |
| Kurtosis | 0.7386274044 |
| Mean | -1.906519709 |
| Median Absolute Deviation (MAD) | 8.715783814 |
| Skewness | 0.4706611432 |
| Sum | -6247.665085 |
| Variance | 217.2394332 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 31.90520708 | 1 | < 0.1% |
| -19.42454188 | 1 | < 0.1% |
| 12.61253874 | 1 | < 0.1% |
| -9.031666392 | 1 | < 0.1% |
| -21.68220377 | 1 | < 0.1% |
| -4.199378153 | 1 | < 0.1% |
| -3.646637799 | 1 | < 0.1% |
| -2.554669541 | 1 | < 0.1% |
| -11.7651637 | 1 | < 0.1% |
| 22.07070661 | 1 | < 0.1% |
| Other values (3267) | 3267 |
| Value | Count | Frequency (%) |
| -51.78097306 | 1 | |
| -47.23507153 | 1 | |
| -44.40071319 | 1 | |
| -43.46810242 | 1 | |
| -42.74743777 | 1 | |
| -42.26060016 | 1 | |
| -42.24144119 | 1 | |
| -41.52016099 | 1 | |
| -41.26801837 | 1 | |
| -41.18810788 | 1 |
| Value | Count | Frequency (%) |
| 63.98213755 | 1 | |
| 59.5231542 | 1 | |
| 57.07205907 | 1 | |
| 54.64021528 | 1 | |
| 54.18359487 | 1 | |
| 51.08219834 | 1 | |
| 50.89501178 | 1 | |
| 46.97826043 | 1 | |
| 46.72311463 | 1 | |
| 46.11795754 | 1 |
| Distinct | 1206 |
|---|---|
| Distinct (%) | 36.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2615239.791 |
| Minimum | 81156.99063 |
|---|---|
| Maximum | 3547160.636 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.7 KiB |
Quantile statistics
| Minimum | 81156.99063 |
|---|---|
| 5-th percentile | 378658.4767 |
| Q1 | 1271224.618 |
| median | 3431124.694 |
| Q3 | 3431124.694 |
| 95-th percentile | 3431124.694 |
| Maximum | 3547160.636 |
| Range | 3466003.645 |
| Interquartile range (IQR) | 2159900.077 |
Descriptive statistics
| Standard deviation | 1155801.861 |
|---|---|
| Coefficient of variation (CV) | 0.4419487136 |
| Kurtosis | -0.9936615889 |
| Mean | 2615239.791 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.8640652388 |
| Sum | 8570140794 |
| Variance | 1.335877942 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3431124.694 | 2069 | |
| 234789.8221 | 2 | 0.1% |
| 1297493.418 | 2 | 0.1% |
| 296781.2399 | 2 | 0.1% |
| 2257177.154 | 1 | < 0.1% |
| 819844.3309 | 1 | < 0.1% |
| 1922754.996 | 1 | < 0.1% |
| 856722.6258 | 1 | < 0.1% |
| 784222.657 | 1 | < 0.1% |
| 374581.2722 | 1 | < 0.1% |
| Other values (1196) | 1196 |
| Value | Count | Frequency (%) |
| 81156.99063 | 1 | |
| 106332.1946 | 1 | |
| 124898.0279 | 1 | |
| 129003.3508 | 1 | |
| 131850.8353 | 1 | |
| 148724.8994 | 1 | |
| 155235.3055 | 1 | |
| 158625.5236 | 1 | |
| 159667.3646 | 1 | |
| 162100.9623 | 1 |
| Value | Count | Frequency (%) |
| 3547160.636 | 1 | |
| 3547127.491 | 1 | |
| 3541835.025 | 1 | |
| 3532293.434 | 1 | |
| 3522737.356 | 1 | |
| 3520205.482 | 1 | |
| 3512908.867 | 1 | |
| 3512091.108 | 1 | |
| 3511684.534 | 1 | |
| 3505571.143 | 1 |
| Distinct | 3270 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1288756.266 |
| Minimum | -3335263.254 |
|---|---|
| Maximum | 6532434.951 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1181 |
| Negative (%) | 36.0% |
| Memory size | 25.7 KiB |
Quantile statistics
| Minimum | -3335263.254 |
|---|---|
| 5-th percentile | -2654153.113 |
| Q1 | -288145.0335 |
| median | 822790.6843 |
| Q3 | 2857878.567 |
| 95-th percentile | 5712006.883 |
| Maximum | 6532434.951 |
| Range | 9867698.205 |
| Interquartile range (IQR) | 3146023.6 |
Descriptive statistics
| Standard deviation | 2495182.641 |
|---|---|
| Coefficient of variation (CV) | 1.936116787 |
| Kurtosis | -0.6675958517 |
| Mean | 1288756.266 |
| Median Absolute Deviation (MAD) | 1614254.533 |
| Skewness | 0.3728200755 |
| Sum | 4223254283 |
| Variance | 6.22593641 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -447931.1349 | 8 | 0.2% |
| 6101169.683 | 1 | < 0.1% |
| -2632703.858 | 1 | < 0.1% |
| 39516.91069 | 1 | < 0.1% |
| -282254.9802 | 1 | < 0.1% |
| -3082042.135 | 1 | < 0.1% |
| -86641.25508 | 1 | < 0.1% |
| 681167.5702 | 1 | < 0.1% |
| 2281610.93 | 1 | < 0.1% |
| -1716305.993 | 1 | < 0.1% |
| Other values (3260) | 3260 |
| Value | Count | Frequency (%) |
| -3335263.254 | 1 | |
| -3309636.115 | 1 | |
| -3301619.972 | 1 | |
| -3258877.828 | 1 | |
| -3245658.986 | 1 | |
| -3234839.877 | 1 | |
| -3220525.401 | 1 | |
| -3209610.104 | 1 | |
| -3203432.919 | 1 | |
| -3199342.841 | 1 |
| Value | Count | Frequency (%) |
| 6532434.951 | 1 | |
| 6513241.263 | 1 | |
| 6512714.164 | 1 | |
| 6474579.594 | 1 | |
| 6469098.226 | 1 | |
| 6466176.555 | 1 | |
| 6453110.6 | 1 | |
| 6452687.761 | 1 | |
| 6420164.64 | 1 | |
| 6417066.76 | 1 |
| Distinct | 3277 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -482189.7209 |
| Minimum | -305619082.9 |
|---|---|
| Maximum | 176630695.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1679 |
| Negative (%) | 51.2% |
| Memory size | 25.7 KiB |
Quantile statistics
| Minimum | -305619082.9 |
|---|---|
| 5-th percentile | -24079977.75 |
| Q1 | -908927.7511 |
| median | -5414.395485 |
| Q3 | 1053681.245 |
| 95-th percentile | 18745906.08 |
| Maximum | 176630695.8 |
| Range | 482249778.7 |
| Interquartile range (IQR) | 1962608.996 |
Descriptive statistics
| Standard deviation | 20898529.54 |
|---|---|
| Coefficient of variation (CV) | -43.34088562 |
| Kurtosis | 41.44444868 |
| Mean | -482189.7209 |
| Median Absolute Deviation (MAD) | 978305.7342 |
| Skewness | -1.820008442 |
| Sum | -1580135715 |
| Variance | 4.36748537 × 1014 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4496391.439 | 1 | < 0.1% |
| 41367.13751 | 1 | < 0.1% |
| 18370229.29 | 1 | < 0.1% |
| -30950.83415 | 1 | < 0.1% |
| -112745279.5 | 1 | < 0.1% |
| -2586677.724 | 1 | < 0.1% |
| -231173.138 | 1 | < 0.1% |
| 363532.8292 | 1 | < 0.1% |
| 44911480.61 | 1 | < 0.1% |
| -103465.9207 | 1 | < 0.1% |
| Other values (3267) | 3267 |
| Value | Count | Frequency (%) |
| -305619082.9 | 1 | |
| -223954631.8 | 1 | |
| -209079381.9 | 1 | |
| -208848907.9 | 1 | |
| -196544161.1 | 1 | |
| -191138968.1 | 1 | |
| -127064083.8 | 1 | |
| -124406623.6 | 1 | |
| -121259806.9 | 1 | |
| -113586194.1 | 1 |
| Value | Count | Frequency (%) |
| 176630695.8 | 1 | |
| 165596991.6 | 1 | |
| 165277167.1 | 1 | |
| 159981602.5 | 1 | |
| 143070415.1 | 1 | |
| 134566548.3 | 1 | |
| 133458491.8 | 1 | |
| 124837840.7 | 1 | |
| 124575452.3 | 1 | |
| 108430099.5 | 1 |
| Distinct | 3277 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -503200.4658 |
| Minimum | -98301685.24 |
|---|---|
| Maximum | 76217119.07 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1886 |
| Negative (%) | 57.6% |
| Memory size | 25.7 KiB |
Quantile statistics
| Minimum | -98301685.24 |
|---|---|
| 5-th percentile | -15254177.22 |
| Q1 | -724252.5997 |
| median | -29871.47594 |
| Q3 | 412426.2749 |
| 95-th percentile | 9432199.843 |
| Maximum | 76217119.07 |
| Range | 174518804.3 |
| Interquartile range (IQR) | 1136678.875 |
Descriptive statistics
| Standard deviation | 10717416.83 |
|---|---|
| Coefficient of variation (CV) | -21.29850341 |
| Kurtosis | 20.97746207 |
| Mean | -503200.4658 |
| Median Absolute Deviation (MAD) | 592532.7017 |
| Skewness | -0.8628527266 |
| Sum | -1648987926 |
| Variance | 1.148630236 × 1014 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -3930050.288 | 1 | < 0.1% |
| 3105094.093 | 1 | < 0.1% |
| 231509.939 | 1 | < 0.1% |
| 770536.1841 | 1 | < 0.1% |
| 18172.99518 | 1 | < 0.1% |
| -407420.4573 | 1 | < 0.1% |
| 6841184.89 | 1 | < 0.1% |
| 239751.7551 | 1 | < 0.1% |
| -3111.659351 | 1 | < 0.1% |
| -17294960.09 | 1 | < 0.1% |
| Other values (3267) | 3267 |
| Value | Count | Frequency (%) |
| -98301685.24 | 1 | |
| -94103582.45 | 1 | |
| -88722107.1 | 1 | |
| -85017121.95 | 1 | |
| -76489643.87 | 1 | |
| -76098433.92 | 1 | |
| -74166434.71 | 1 | |
| -74023058.49 | 1 | |
| -73653394.6 | 1 | |
| -69072904.34 | 1 |
| Value | Count | Frequency (%) |
| 76217119.07 | 1 | |
| 74095033.53 | 1 | |
| 72525319.23 | 1 | |
| 62580985.15 | 1 | |
| 61223787.94 | 1 | |
| 61102855.88 | 1 | |
| 59434520.87 | 1 | |
| 59394079.96 | 1 | |
| 58875551.46 | 1 | |
| 55652679.97 | 1 |
| Distinct | 3271 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 528254681.1 |
| Minimum | 0 |
|---|---|
| Maximum | 9571558491 |
| Zeros | 7 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2209535.366 |
| Q1 | 14702157.22 |
| median | 180174534.8 |
| Q3 | 664883065.7 |
| 95-th percentile | 2352178996 |
| Maximum | 9571558491 |
| Range | 9571558491 |
| Interquartile range (IQR) | 650180908.5 |
Descriptive statistics
| Standard deviation | 870790441.4 |
|---|---|
| Coefficient of variation (CV) | 1.6484292 |
| Kurtosis | 15.24183318 |
| Mean | 528254681.1 |
| Median Absolute Deviation (MAD) | 174729673.8 |
| Skewness | 3.216126924 |
| Sum | 1.73109059 × 1012 |
| Variance | 7.582759928 × 1017 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7 | 0.2% |
| 195521018.6 | 1 | < 0.1% |
| 227450978.3 | 1 | < 0.1% |
| 2604902793 | 1 | < 0.1% |
| 3771353.378 | 1 | < 0.1% |
| 1144250430 | 1 | < 0.1% |
| 321140621.7 | 1 | < 0.1% |
| 14130659.97 | 1 | < 0.1% |
| 12830172.43 | 1 | < 0.1% |
| 834691.3921 | 1 | < 0.1% |
| Other values (3261) | 3261 |
| Value | Count | Frequency (%) |
| 0 | 7 | |
| 106060.868 | 1 | < 0.1% |
| 126269.2398 | 1 | < 0.1% |
| 139225.9876 | 1 | < 0.1% |
| 155796.4568 | 1 | < 0.1% |
| 175347.6741 | 1 | < 0.1% |
| 228192.5602 | 1 | < 0.1% |
| 259251.3408 | 1 | < 0.1% |
| 261747.3162 | 1 | < 0.1% |
| 262071.9043 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 9571558491 | 1 | |
| 8589648081 | 1 | |
| 8283737713 | 1 | |
| 6992717793 | 1 | |
| 6609107752 | 1 | |
| 5982990539 | 1 | |
| 5662898929 | 1 | |
| 5576397346 | 1 | |
| 5317407154 | 1 | |
| 5202544453 | 1 |
| Distinct | 3270 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.0003399372244 |
| Minimum | -0.2839189189 |
|---|---|
| Maximum | 0.6336023553 |
| Zeros | 8 |
| Zeros (%) | 0.2% |
| Negative | 1704 |
| Negative (%) | 52.0% |
| Memory size | 25.7 KiB |
Quantile statistics
| Minimum | -0.2839189189 |
|---|---|
| 5-th percentile | -0.06674447302 |
| Q1 | -0.01940298507 |
| median | -0.00124367234 |
| Q3 | 0.01567039818 |
| 95-th percentile | 0.06844437978 |
| Maximum | 0.6336023553 |
| Range | 0.9175212742 |
| Interquartile range (IQR) | 0.03507338325 |
Descriptive statistics
| Standard deviation | 0.04620679034 |
|---|---|
| Coefficient of variation (CV) | -135.9274214 |
| Kurtosis | 22.55814573 |
| Mean | -0.0003399372244 |
| Median Absolute Deviation (MAD) | 0.0175045171 |
| Skewness | 1.814411997 |
| Sum | -1.113974284 |
| Variance | 0.002135067474 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 8 | 0.2% |
| -0.02808966956 | 1 | < 0.1% |
| -0.01316143746 | 1 | < 0.1% |
| -0.02352954721 | 1 | < 0.1% |
| 0.00846361186 | 1 | < 0.1% |
| -0.03040025833 | 1 | < 0.1% |
| 0.04866269818 | 1 | < 0.1% |
| 0.02450860949 | 1 | < 0.1% |
| -0.0281384205 | 1 | < 0.1% |
| -0.2185238784 | 1 | < 0.1% |
| Other values (3260) | 3260 |
| Value | Count | Frequency (%) |
| -0.2839189189 | 1 | |
| -0.2185238784 | 1 | |
| -0.2154731458 | 1 | |
| -0.2142725467 | 1 | |
| -0.1925963403 | 1 | |
| -0.1904100069 | 1 | |
| -0.1869908919 | 1 | |
| -0.1802369171 | 1 | |
| -0.1788646912 | 1 | |
| -0.1691116544 | 1 |
| Value | Count | Frequency (%) |
| 0.6336023553 | 1 | |
| 0.5257779009 | 1 | |
| 0.4419230844 | 1 | |
| 0.3358911565 | 1 | |
| 0.2999980303 | 1 | |
| 0.2678478261 | 1 | |
| 0.2276651903 | 1 | |
| 0.2103317536 | 1 | |
| 0.2040245414 | 1 | |
| 0.1968214798 | 1 |
buy_indicator
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 25.7 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 9828 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 2903 | |
| 1.0 | 373 | 11.4% |
| (Missing) | 1 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0.0 | 2903 | |
| 1.0 | 373 | 11.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 6179 | |
| . | 3276 | |
| 1 | 373 | 3.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 6552 | |
| Other Punctuation | 3276 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 6179 | |
| 1 | 373 | 5.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 3276 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 9828 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 6179 | |
| . | 3276 | |
| 1 | 373 | 3.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 9828 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 6179 | |
| . | 3276 | |
| 1 | 373 | 3.8% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 25.7 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 9831 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 2904 | |
| 1.0 | 373 | 11.4% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0.0 | 2904 | |
| 1.0 | 373 | 11.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 6181 | |
| . | 3277 | |
| 1 | 373 | 3.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 6554 | |
| Other Punctuation | 3277 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 6181 | |
| 1 | 373 | 5.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 3277 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 9831 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 6181 | |
| . | 3277 | |
| 1 | 373 | 3.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 9831 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 6181 | |
| . | 3277 | |
| 1 | 373 | 3.8% |
short_indicator
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 25.7 KiB |
| 0.0 | |
|---|---|
| -1.0 |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.119047619 |
| Min length | 3 |
Characters and Unicode
| Total characters | 10218 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 3 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 2886 | |
| -1.0 | 390 | 11.9% |
| (Missing) | 1 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0.0 | 2886 | |
| 1.0 | 390 | 11.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 6162 | |
| . | 3276 | |
| - | 390 | 3.8% |
| 1 | 390 | 3.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 6552 | |
| Other Punctuation | 3276 | |
| Dash Punctuation | 390 | 3.8% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 6162 | |
| 1 | 390 | 6.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 3276 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 390 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10218 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 6162 | |
| . | 3276 | |
| - | 390 | 3.8% |
| 1 | 390 | 3.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10218 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 6162 | |
| . | 3276 | |
| - | 390 | 3.8% |
| 1 | 390 | 3.8% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 25.7 KiB |
| 0.0 | |
|---|---|
| -1.0 |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.119011291 |
| Min length | 3 |
Characters and Unicode
| Total characters | 10221 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 3 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 2887 | |
| -1.0 | 390 | 11.9% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0.0 | 2887 | |
| 1.0 | 390 | 11.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 6164 | |
| . | 3277 | |
| - | 390 | 3.8% |
| 1 | 390 | 3.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 6554 | |
| Other Punctuation | 3277 | |
| Dash Punctuation | 390 | 3.8% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 6164 | |
| 1 | 390 | 6.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 3277 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 390 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10221 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 6164 | |
| . | 3277 | |
| - | 390 | 3.8% |
| 1 | 390 | 3.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10221 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 6164 | |
| . | 3277 | |
| - | 390 | 3.8% |
| 1 | 390 | 3.8% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| level_0 | df_index | time | open | high | low | close | volume | sma5-20 | sma8-15 | sma20-50 | ema5-20 | macd | ao14 | adx14 | wd14 | ppo12-26 | rsi14 | mfi14 | tsi | so14 | cmo14 | atrp14 | pvo12-26 | adl | obv | fi13 | fi50 | market_cap | return | buy_indicator | close_buy_indicator | short_indicator | close_short_indicator | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 11 | 11 | 2013-04-12 00:00:00 | 101.000 | 130.000 | 51.000 | 104.086 | 103382.439504 | 15.437166 | -2.389625 | 0.872728 | -9.044706 | -0.109977 | -21.428571 | 0.0 | -14.753169 | -0.074293 | 43.192405 | 0.500000 | 69.464495 | 54.818861 | -3.629349 | 147.384884 | 46.117958 | 106332.194581 | -43257.644664 | -472268.985681 | 129962.608180 | 1.076066e+07 | -0.029649 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1 | 12 | 12 | 2013-04-13 00:00:00 | 103.290 | 123.878 | 20.000 | 102.490 | 43383.610418 | 1.095261 | -5.465132 | -0.774339 | -15.355209 | -2.663430 | -28.571429 | 0.0 | -18.026096 | -1.866504 | 42.836278 | 0.500000 | 62.042874 | 48.247299 | -3.629349 | 147.384884 | 42.766877 | 131850.835330 | -86641.255082 | -414693.450902 | 122150.731694 | 4.446386e+06 | 0.007806 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2 | 13 | 13 | 2013-04-14 00:00:00 | 101.000 | 109.000 | 85.002 | 94.948 | 40636.501156 | -23.472544 | -7.978363 | -2.355065 | -20.063503 | -4.977236 | -35.714286 | 0.0 | -16.532629 | -3.624196 | 41.111249 | 0.500000 | 55.620182 | 42.996180 | -3.629349 | 147.384884 | 39.108752 | 124898.027857 | -127277.756238 | -399234.456733 | 105341.664109 | 3.858355e+06 | 0.063740 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3 | 14 | 14 | 2013-04-15 00:00:00 | 93.608 | 104.000 | 61.000 | 61.351 | 44466.986641 | -40.029147 | -12.228568 | -4.820602 | -29.209892 | -8.652389 | -42.857143 | 0.0 | -19.797817 | -6.701353 | 34.454925 | 0.465716 | 47.758510 | 35.619543 | -21.606077 | 256.490793 | 36.534476 | 81156.990626 | -171744.742879 | -555623.441510 | 42624.055706 | 2.728094e+06 | 0.525778 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4 | 15 | 15 | 2013-04-16 00:00:00 | 61.170 | 82.500 | 0.010 | 73.620 | 60973.988118 | -43.118638 | -13.711421 | -6.363780 | -30.930711 | -10.588210 | -42.857143 | 0.0 | -29.115543 | -8.586734 | 38.378648 | 0.410139 | 41.997949 | 32.207574 | -17.575002 | 221.619043 | 36.999455 | 129003.350801 | -110770.754761 | -369378.684120 | 70289.381373 | 4.488905e+06 | -0.169112 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5 | 16 | 16 | 2013-04-17 00:00:00 | 73.620 | 98.900 | 72.509 | 93.840 | 49735.971279 | -43.016212 | -12.591894 | -6.852635 | -26.446268 | -10.681840 | -42.857143 | 0.0 | -22.995539 | -8.878037 | 44.296911 | 0.415035 | 38.122419 | 32.257145 | -13.689727 | 176.946010 | 34.681235 | 159667.364620 | -61034.783482 | -172944.395065 | 106970.634624 | 4.667224e+06 | -0.215473 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6 | 17 | 17 | 2013-04-18 00:00:00 | 93.200 | 120.000 | 89.100 | 115.120 | 21743.271753 | -39.759878 | -9.627565 | -6.421830 | -18.165311 | -9.280711 | -42.857143 | 0.0 | -16.019440 | -7.746574 | 49.765103 | 0.418523 | 35.794959 | 34.736254 | -8.731148 | 145.738296 | 27.434660 | 174542.858628 | -39291.511729 | -82138.506783 | 120920.681223 | 2.503085e+06 | -0.190410 | 0.0 | 0.0 | 0.0 | 0.0 |
| 7 | 18 | 18 | 2013-04-19 00:00:00 | 115.800 | 142.000 | 110.900 | 118.510 | 50562.879766 | -34.572443 | -7.051946 | -5.902505 | -11.839722 | -7.873582 | -42.857143 | 0.0 | -9.283991 | -6.578901 | 50.597115 | 0.463938 | 34.068386 | 36.778662 | -8.010407 | 142.536950 | 26.902916 | 148724.899442 | 11271.368038 | -45917.554041 | 122900.582446 | 5.992207e+06 | -0.022867 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8 | 19 | 19 | 2013-04-20 00:00:00 | 119.000 | 132.000 | 115.000 | 128.600 | 10850.676827 | -21.199611 | -4.207104 | -5.047859 | -5.398986 | -6.036319 | -42.857143 | 0.0 | -8.540298 | -5.008538 | 53.087621 | 0.469226 | 33.046203 | 39.300078 | -13.544672 | 131.986841 | 18.341017 | 155235.305539 | 22122.044865 | -23717.427866 | 122374.415652 | 1.395397e+06 | -0.074650 | 0.0 | 0.0 | 0.0 | 0.0 |
| 9 | 20 | 20 | 2013-04-21 00:00:00 | 127.010 | 128.126 | 110.000 | 121.000 | 32123.617511 | -12.536111 | -2.845370 | -4.607355 | -3.074030 | -5.047263 | -42.857143 | 0.0 | -9.131319 | -4.186345 | 51.002027 | 0.421646 | 31.651246 | 40.107428 | -23.953262 | 140.778593 | 15.745812 | 162100.962288 | -10001.572646 | -55206.294326 | 108001.321191 | 3.886958e+06 | 0.049669 | 0.0 | 0.0 | 0.0 | 0.0 |
Last rows
| level_0 | df_index | time | open | high | low | close | volume | sma5-20 | sma8-15 | sma20-50 | ema5-20 | macd | ao14 | adx14 | wd14 | ppo12-26 | rsi14 | mfi14 | tsi | so14 | cmo14 | atrp14 | pvo12-26 | adl | obv | fi13 | fi50 | market_cap | return | buy_indicator | close_buy_indicator | short_indicator | close_short_indicator | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3267 | 3278 | 3278 | 2022-03-23 00:00:00 | 42376.00000 | 43036.95000 | 41750.00000 | 42899.70 | 18705.625256 | 1804.712292 | 561.126898 | -146.583376 | 1161.093521 | 498.630307 | 71.428571 | 13.766247 | 12.982311 | 1.224024 | 58.083831 | 0.615057 | 6.011625 | 80.665897 | 33.130376 | 13.617982 | -12.562861 | 3.431125e+06 | 5.501088e+06 | 1.014526e+07 | 3.228277e+06 | 8.024657e+08 | -0.012208 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3268 | 3279 | 3279 | 2022-03-24 00:00:00 | 42886.85387 | 44246.90000 | 42587.00000 | 44008.91 | 34415.666262 | 1917.922292 | 724.145094 | 35.897350 | 1525.174867 | 682.926414 | 78.571429 | 14.684818 | 19.367607 | 1.666514 | 61.279138 | 0.732409 | 8.385098 | 85.943448 | 48.861353 | 13.335425 | -8.043944 | 3.431125e+06 | 5.535504e+06 | 1.414940e+07 | 4.598706e+06 | 1.514596e+09 | -0.025496 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3269 | 3280 | 3280 | 2022-03-25 00:00:00 | 44012.36000 | 45137.12000 | 43604.80000 | 44331.85 | 33649.054375 | 2280.373292 | 846.369836 | 212.482192 | 1773.251715 | 845.296908 | 85.714286 | 15.933239 | 23.043096 | 2.050314 | 62.183018 | 0.848326 | 10.623936 | 87.137107 | 49.982023 | 13.346244 | -4.766731 | 3.431125e+06 | 5.569153e+06 | 1.368043e+07 | 4.844507e+06 | 1.491725e+09 | -0.007207 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3270 | 3281 | 3281 | 2022-03-26 00:00:00 | 44336.00000 | 44820.58000 | 44091.09000 | 44539.42 | 9783.928553 | 2678.145292 | 926.220707 | 376.819035 | 1916.013093 | 979.435536 | 92.857143 | 17.092487 | 20.917496 | 2.361622 | 62.784356 | 0.877427 | 12.666790 | 88.832957 | 65.952534 | 13.417118 | -9.634575 | 3.431125e+06 | 5.578937e+06 | 1.201620e+07 | 4.734167e+06 | 4.357705e+08 | -0.004567 | 0.0 | 0.0 | -1.0 | 0.0 |
| 3271 | 3282 | 3282 | 2022-03-27 00:00:00 | 44536.21835 | 46976.10000 | 44437.22000 | 46850.01 | 17908.726582 | 3131.054000 | 1179.476002 | 647.711402 | 2491.437794 | 1257.688814 | 85.714286 | 19.016147 | 32.466588 | 3.003702 | 68.742706 | 0.919807 | 16.398835 | 92.114096 | 67.311622 | 12.995682 | -10.934737 | 3.431125e+06 | 5.596845e+06 | 1.621099e+07 | 6.171248e+06 | 8.390240e+08 | -0.049387 | 0.0 | 0.0 | 0.0 | -1.0 |
| 3272 | 3283 | 3283 | 2022-03-28 00:00:00 | 46810.00000 | 48240.00000 | 46662.28000 | 47144.92 | 28590.391377 | 3560.320500 | 1347.738883 | 897.295480 | 2829.642763 | 1484.886467 | 92.857143 | 21.199951 | 37.298739 | 3.513532 | 69.415759 | 0.921609 | 19.675008 | 91.130393 | 74.242327 | 13.180792 | -8.246398 | 3.431125e+06 | 5.625436e+06 | 1.509965e+07 | 6.259889e+06 | 1.347892e+09 | -0.007104 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3273 | 3284 | 3284 | 2022-03-29 00:00:00 | 47146.92000 | 48124.94000 | 46589.00000 | 47440.20 | 21032.842701 | 3972.267000 | 1453.521709 | 1127.445242 | 3014.114244 | 1669.523642 | 85.714286 | 23.161844 | 32.278521 | 3.914888 | 70.109755 | 0.921830 | 22.608245 | 91.260531 | 69.867211 | 13.135610 | -8.572949 | 3.431125e+06 | 5.646469e+06 | 1.382978e+07 | 6.257955e+06 | 9.978023e+08 | -0.006182 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3274 | 3285 | 3285 | 2022-03-30 00:00:00 | 47448.41000 | 47717.01000 | 46446.00000 | 47078.03 | 18707.507996 | 4140.152500 | 1449.926223 | 1303.009619 | 2943.465637 | 1766.265434 | 85.714286 | 24.847673 | 27.615693 | 4.110094 | 68.069544 | 0.850446 | 24.550704 | 89.433537 | 65.909273 | 13.271150 | -9.557564 | 3.431125e+06 | 5.627761e+06 | 1.088620e+07 | 5.746847e+06 | 8.807126e+08 | 0.007867 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3275 | 3286 | 3286 | 2022-03-31 00:00:00 | 47048.94777 | 47665.00000 | 45190.19424 | 45508.87 | 30775.254600 | 3995.201500 | 1254.646344 | 1362.849765 | 2433.799315 | 1696.756747 | 57.142857 | 25.281055 | 14.524581 | 3.931170 | 59.931976 | 0.751713 | 24.003345 | 81.814298 | 37.243371 | 13.756162 | -6.122946 | 3.431125e+06 | 5.596986e+06 | 2.432271e+06 | 3.627704e+06 | 1.400547e+09 | 0.033841 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3276 | 3287 | 3287 | 2022-04-01 00:00:00 | 45525.25000 | 46740.70525 | 44232.86000 | 46278.50 | 32440.701423 | 3507.625500 | 1161.721390 | 1452.894188 | 2232.363301 | 1684.357100 | 57.142857 | 24.921989 | 5.713778 | 3.881678 | 62.311809 | 0.650175 | 24.207889 | 79.418905 | 39.139485 | 13.552429 | -2.906248 | 3.431125e+06 | 5.629427e+06 | 5.651566e+06 | 4.464552e+06 | 1.501307e+09 | -0.016276 | NaN | 0.0 | NaN | 0.0 |